# Introduction:
Department

Here are preliminary results of the bibliometric mapping of the 2022 Luxembourg research evaluation. Its purpose is:

The method for the research-field-mapping can be reiviewed here:

Rakas, M., & Hain, D. S. (2019). The state of innovation system research: What happens beneath the surface?. Research Policy, 48(9), 103787.

Seed Articles

The seed articles deemed representative for the active areas of research in the institution, and include authors affiliated with the institution. They can be selected in three ways:

  1. Via bibliographic clustering of the institutions publications and selection of most central articles per cluster (only clsuters where n >= 0.05N). Selection can be found at https://github.com/daniel-hain/biblio_lux_2022/blob/master/output/seed/scopus_list_mrt_seed.csv
  2. Manual selection of relevant publications.
  3. A combination of 1. and 2.

The present analysis is based on the following seed articles:

AU PY TI JI
BENGASI G;DESPORT JS;BABA K… 2020 MOLECULAR FLATTENING EFFECT TO ENHANCE THE CONDUCTIVITY OF FUSED PORPHYRIN TAPE THIN FILMS RSC ADV.
ZHAO HJ;ÍÑIGUEZ J 2019 CREATING MULTIFERROIC AND CONDUCTIVE DOMAIN WALLS IN COMMON FERROELASTIC COMPOUNDS NPJ COMPUTATIONAL MATER.
CHEN P;GRISOLIA MN;ZHAO HJ;… 2018 ENERGETICS OF OXYGEN-OCTAHEDRA ROTATIONS IN PEROVSKITE OXIDES FROM FIRST PRINCIPLES PHYS. REV. B
GIUNTA G;DE PIETRO G;NASSER… 2016 A THERMAL STRESS FINITE ELEMENT ANALYSIS OF BEAM STRUCTURES BY HIERARCHICAL MODELLING COMPOS PART B: ENG

General Overview over articles

Main Indicators: Publications, Authors, Countries (Tabular)

## 
## 
## MAIN INFORMATION ABOUT DATA
## 
##  Timespan                              2016 : 2021 
##  Sources (Journals, Books, etc)        928 
##  Documents                             5471 
##  Average years from publication        3.49 
##  Average citations per documents       17.57 
##  Average citations per year per doc    3.633 
##  References                            211207 
##  
## DOCUMENT TYPES                     
##                        1 
##  article               5130 
##  article in press      1 
##  book                  3 
##  book chapter          30 
##  conference paper      128 
##  data paper            7 
##  letter                4 
##  note                  7 
##  review                155 
##  short survey          5 
##  
## DOCUMENT CONTENTS
##  Keywords Plus (ID)                    23452 
##  Author's Keywords (DE)                8865 
##  
## AUTHORS
##  Authors                               15678 
##  Author Appearances                    30969 
##  Authors of single-authored documents  112 
##  Authors of multi-authored documents   15566 
##  
## AUTHORS COLLABORATION
##  Single-authored documents             141 
##  Documents per Author                  0.349 
##  Authors per Document                  2.87 
##  Co-Authors per Documents              5.66 
##  Collaboration Index                   2.92 
##  
## 
## Annual Scientific Production
## 
##  Year    Articles
##     2016      873
##     2017      887
##     2018      962
##     2019      944
##     2020      956
##     2021      849
## 
## Annual Percentage Growth Rate -0.5559761 
## 
## 
## Most Productive Authors
## 
##    Authors        Articles Authors        Articles Fractionalized
## 1     CARRERA E        133    CARRERA E                     39.51
## 2     ZHANG Y           92    PAGANI A                      18.43
## 3     ZHANG J           82    ÍÑIGUEZ J                     14.97
## 4     WANG X            80    ZHANG Y                       14.22
## 5     WANG Y            79    BELLAICHE L                   12.37
## 6     ÍÑIGUEZ J         73    KIANI Y                       12.00
## 7     BELLAICHE L       67    WANG Y                        11.88
## 8     WANG J            66    ZHANG J                       11.36
## 9     PAGANI A          63    WANG X                        11.28
## 10    WANG H            62    WANG H                         9.91
## 
## 
## Top manuscripts per citations
## 
##                             Paper                                         DOI  TC TCperYear  NTC
## 1  STĘPIEŃ M, 2017, CHEM REV               10.1021/acs.chemrev.6b00076        656     109.3 25.8
## 2  BURGER N, 2016, PROG POLYM SCI          10.1016/j.progpolymsci.2016.05.001 637      91.0 21.3
## 3  SPALDIN NA, 2019, NAT MATER             10.1038/s41563-018-0275-2          629     157.2 36.2
## 4  DING W, 2017, NAT COMMUN                10.1038/ncomms14956                439      73.2 17.3
## 5  VAN SETTEN MJ, 2018, COMPUT PHYS COMMUN 10.1016/j.cpc.2018.01.012          437      87.4 21.7
## 6  BARTEL CJ, 2019, SCI ADV                10.1126/sciadv.aav0693             361      90.2 20.8
## 7  ZHANG W, 2016, SCIENCE                  10.1126/science.aaf7783            331      47.3 11.1
## 8  FEI R, 2016, PHYS REV LETT              10.1103/PhysRevLett.117.097601     318      45.4 10.6
## 9  WANG Z, 2016, PHYS REV LETT             10.1103/PhysRevLett.117.056805     318      45.4 10.6
## 10 LI X, 2017, ADV FUNCT MATER             10.1002/adfm.201604053             316      52.7 12.4
## 
## 
## Corresponding Author's Countries
## 
##           Country Articles   Freq SCP MCP MCP_Ratio
## 1  CHINA              1067 0.2366 771 296     0.277
## 2  USA                 600 0.1330 380 220     0.367
## 3  JAPAN               284 0.0630 219  65     0.229
## 4  LUXEMBOURG          278 0.0616  97 181     0.651
## 5  INDIA               266 0.0590 199  67     0.252
## 6  ITALY               194 0.0430 126  68     0.351
## 7  GERMANY             186 0.0412  91  95     0.511
## 8  FRANCE              174 0.0386  58 116     0.667
## 9  KOREA               155 0.0344  98  57     0.368
## 10 UNITED KINGDOM      153 0.0339  70  83     0.542
## 
## 
## SCP: Single Country Publications
## 
## MCP: Multiple Country Publications
## 
## 
## Total Citations per Country
## 
##      Country      Total Citations Average Article Citations
## 1  CHINA                    20646                     19.35
## 2  USA                      13610                     22.68
## 3  JAPAN                     4659                     16.40
## 4  LUXEMBOURG                3801                     13.67
## 5  INDIA                     3365                     12.65
## 6  ITALY                     3186                     16.42
## 7  UNITED KINGDOM            3186                     20.82
## 8  FRANCE                    3107                     17.86
## 9  GERMANY                   2938                     15.80
## 10 IRAN                      2679                     19.70
## 
## 
## Most Relevant Sources
## 
##                          Sources        Articles
## 1  PHYSICAL REVIEW B                         361
## 2  COMPOSITE STRUCTURES                      146
## 3  JOURNAL OF PHYSICAL CHEMISTRY C           141
## 4  PHYSICAL CHEMISTRY CHEMICAL PHYSICS       118
## 5  PHYSICAL REVIEW MATERIALS                 111
## 6  INORGANIC CHEMISTRY                        98
## 7  ACS APPLIED MATERIALS AND INTERFACES       83
## 8  NATURE COMMUNICATIONS                      82
## 9  PHYSICAL REVIEW LETTERS                    73
## 10 SCIENTIFIC REPORTS                         73
## 
## 
## Most Relevant Keywords
## 
##      Author Keywords (DE)      Articles       Keywords-Plus (ID)     Articles
## 1  NA                               270 DENSITY FUNCTIONAL THEORY         886
## 2  DENSITY FUNCTIONAL THEORY        138 CALCULATIONS                      646
## 3  PORPHYRIN                        113 PORPHYRINS                        503
## 4  DFT                               90 PEROVSKITE                        478
## 5  PHOTODYNAMIC THERAPY              87 ARTICLE                           457
## 6  FINITE ELEMENT METHOD             80 FERROELECTRICITY                  410
## 7  CARRERA UNIFIED FORMULATION       77 FIRST-PRINCIPLES CALCULATION      357
## 8  PORPHYRINS                        67 FINITE ELEMENT METHOD             314
## 9  DYE-SENSITIZED SOLAR CELLS        65 POLARIZATION                      294
## 10 ELECTRONIC STRUCTURE              49 ELECTRONIC STRUCTURE              284

Main Indicators: Publications, Authors, Countries (Graphical)

Cited references

Top 20 cited references (by corpus documents):

CR n
KRESSE, G., JOUBERT, D., (1999) PHYS. REV. B, 59, P. 1758 455
PERDEW, J.P., BURKE, K., ERNZERHOF, M., (1996) PHYS. REV. LETT., 77, P. 3865 410
KRESSE, G., FURTHMÜLLER, J., (1996) PHYS. REV. B, 54, P. 11169 405
BLÖCHL, P.E., (1994) PHYS. REV. B, 50, P. 17953 389
PERDEW, J.P., BURKE, K., ERNZERHOF, M., GENERALIZED GRADIENT APPROXIMATION MADE SIMPLE (1996) PHYS. REV. LETT., 77, PP. 3865-3868 259
PERDEW, J.P., RUZSINSZKY, A., CSONKA, G.I., VYDROV, O.A., SCUSERIA, G.E., CONSTANTIN, L.A., ZHOU, X., BURKE, K., (2008) PHYS. REV. LETT., 100, P. 136406 223
DUDAREV, S.L., BOTTON, G.A., SAVRASOV, S.Y., HUMPHREYS, C.J., SUTTON, A.P., (1998) PHYS. REV. B, 57, P. 1505 196
BLÖCHL, P.E., PROJECTOR AUGMENTED-WAVE METHOD (1994) PHYS. REV. B, 50, PP. 17953-17979 195
KRESSE, G., FURTHMÜLLER, J., (1996) COMPUT. MATER. SCI., 6, P. 15 175
HOHENBERG, P., KOHN, W., (1964) PHYS. REV., 136, P. B864 166
KRESSE, G., FURTHMÜLLER, J., EFFICIENCY OF AB-INITIO TOTAL ENERGY CALCULATIONS FOR METALS AND SEMICONDUCTORS USING A PLANE-WAVE BASIS SET (1996) COMPUT. MATER. SCI., 6, PP. 15-50 166
KRESSE, G., JOUBERT, D., FROM ULTRASOFT PSEUDOPOTENTIALS TO THE PROJECTOR AUGMENTED-WAVE METHOD (1999) PHYS. REV. B, 59, PP. 1758-1775 162
MOMMA, K., IZUMI, F., (2011) J. APPL. CRYSTALLOGR., 44, P. 1272 161
MONKHORST, H.J., PACK, J.D., (1976) PHYS. REV. B, 13, P. 5188 159
KOHN, W., SHAM, L.J., (1965) PHYS. REV., 140, P. A1133 155
BLÖCHL, P.E., PROJECTOR AUGMENTED-WAVE METHOD (1994) PHYS. REV. B: CONDENS. MATTER MATER. PHYS., 50, PP. 17953-17979 154
KRESSE, G., JOUBERT, D., FROM ULTRASOFT PSEUDOPOTENTIALS TO THE PROJECTOR AUGMENTED-WAVE METHOD (1999) PHYS. REV. B: CONDENS. MATTER MATER. PHYS., 59, PP. 1758-1775 154
MOMMA, K., IZUMI, F., VESTA 3 FOR THREE-DIMENSIONAL VISUALIZATION OF CRYSTAL, VOLUMETRIC AND MORPHOLOGY DATA (2011) J. APPL. CRYSTALLOGR., 44, PP. 1272-1276 151
KRESSE, G., FURTHMÜLLER, J., EFFICIENT ITERATIVE SCHEMES FOR AB INITIO TOTAL-ENERGY CALCULATIONS USING A PLANE-WAVE BASIS SET (1996) PHYS. REV. B, 54, PP. 11169-11186 138
KRESSE, G., HAFNER, J., (1993) PHYS. REV. B, 47, P. 558 137

Additional analysis

Authors, Themes & Journals

Endnotes

All results are preliminary so far…